<b>Crop diversification through crop mix optimization can alleviate soil antibiotic stresses</b>

We integrated machine learning, multi-objective optimization, and spatial planning models to develop a comprehensive framework for analyzing and optimizing global crop distribution. This methodological framework enables us to identify which specific crops play a critical role in influencing soil antibiotic pollution, to determine where and to what extent crop redistribution should be performed for maximum agricultural and environmental outcomes. This approach addresses key questions about the feasibility of achieving both reduced antibiotic pollution and increased crop diversity through optimized crop management, providing valuable insights into targeted crop redistribution strategies.

Publication Details

Journal
Figshare
Published
2024-10-07
DOI
https://doi.org/10.6084/m9.figshare.27178191
Primary Topic
Pharmaceutical and Antibiotic Environmental Impacts
Type
article
Field-Weighted Citation Impact
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article

Crop diversification through crop mix optimization can alleviate soil antibiotic stresses

Figshare
Pharmaceutical and Antibiotic Environmental Impacts
article

Crop diversification through crop mix optimization can alleviate soil antibiotic stresses

article en

Abstract

We integrated machine learning, multi-objective optimization, and spatial planning models to develop a comprehensive framework for analyzing and optimizing global crop distribution. This methodological framework enables us to identify which specific crops play a critical role in influencing soil antibiotic pollution, to determine where and to what extent crop redistribution should be performed for maximum agricultural and environmental outcomes. This approach addresses key questions about the feasibility of achieving both reduced antibiotic pollution and increased crop diversity through optimized crop management, providing valuable insights into targeted crop redistribution strategies.

Figshare
Zero hunger
Openalex Percentile: Top 78%
Pharmaceutical and Antibiotic Environmental Impacts
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<b>Crop diversification through crop mix optimization can alleviate soil antibiotic stresses</b> · Figshare (2024) | TGRS Research Map | TGRS